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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Advanced Analytics and Data Types | - Modern workloads support
| |
| Topic 2: Data Loading and Workloads | - Query optimization
| |
| Topic 3: Database Administration | - System management
| |
| Topic 4: Greenplum Architecture and Fundamentals | 5% | - Distributed database concepts
|
1. The SQL function ___ is used in Greenplum to perform text-based queries against GPText collections.
A) gptext_search()
B) madlib_predict()
C) gptext_extract()
D) solr_index()
2. What are two key differences between gpbackup and pg_dump when used in Greenplum?
(Choose two)
A) pg_dump is exclusive to append-only tables
B) gpbackup supports incremental backups natively
C) gpbackup is optimized for Greenplum's distributed architecture
D) gpbackup supports multi-segment parallelism
3. How does the ST_Within function behave in a spatial query?
A) It converts longitude/latitude to Cartesian coordinates
B) It returns the area of a polygon
C) It checks if a geometry is enclosed by another geometry
D) It measures distance between geometries
4. A data analyst wants to train a logistic regression model in Greenplum to predict customer churn. They've structured a dataset with is_churned as the target and several numeric features.
Which steps should they take to complete model training using MADlib?
A) Create a writable external table to store model predictions
B) Use a SELECT statement to call madlib.logregr_train() on the dataset
C) Use gpload to load the model weights
D) Export the data to a CSV file and train using scikit-learn
5. Which feature in Greenplum enables recovery from a master node failure?
A) Segment replication
B) Segment mirroring
C) Distributed checkpointing
D) Standby master
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C,D | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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